AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks. - Aldo Zaimi; Maxime Wabartha; Victor Herman; Pierre-Louis Antonsanti; Christian Samuel Perone; Julien Cohen-Adad (CoRR, 2017)

Handling Black Swan Events in Deep Learning with Diversely Extrapolated Neural Networks. - Maxime Wabartha; Audrey Durand; Vincent François-Lavet; Joelle Pineau (IJCAI, 2020)

Piecewise Linear Parametrization of Policies: Towards Interpretable Deep Reinforcement Learning. - Maxime Wabartha; Joelle Pineau (ICLR, 2024)

Safe Domain Randomization via Uncertainty-Aware Out-of-Distribution Detection and Policy Adaptation. - Mohamad H. Danesh; Maxime Wabartha; Stanley Wu; Joelle Pineau; Hsiu-Chin Lin (CoRR, 2025)